LAED2 - 5.2 English - 68552

AOCL API Guide (68552)

Document ID
68552
Release Date
2025-12-29
Version
5.2 English
template<typename T>
void laed2(integer *k, integer *n, integer *n1, T *d, T *q, integer *ldq, integer *indxq, T *rho, T *z, T *dlamda, T *w, T *q2, integer *indx, integer *indxc, integer *indxp, integer *coltyp, integer *info)#

LAED2 used by sstedc. Merges eigenvalues and deflates secular equation.

Used when the original matrix is tridiagonal.

Purpose:

 LAED2 merges the two sets of eigenvalues together into a single
 sorted set.  Then it tries to deflate the size of the problem.
 There are two ways in which deflation can occur:  when two or more
 eigenvalues are close together or if there is a tiny entry in the
 Z vector.  For each such occurrence the order of the related secular
 equation problem is reduced by one.
Parameters:
  • K[out]

    K is INTEGER

    The number of non-deflated eigenvalues, and the order of the related secular equation. 0 <= K <=N.

  • N[in]

    N is INTEGER

    The dimension of the symmetric tridiagonal matrix. N >= 0.

  • N1[in]

    N1 is INTEGER

    The location of the last eigenvalue in the leading sub-matrix. min(1,N) <= N1 <= N/2.

  • D[inout]

    D is REAL array, dimension (N)

    On entry, D contains the eigenvalues of the two submatrices to be combined.

    On exit, D contains the trailing (N-K) updated eigenvalues (those which were deflated) sorted into increasing order.
  • Q[inout]

    Q is REAL array, dimension (LDQ, N)

    On entry, Q contains the eigenvectors of two submatrices in the two square blocks with corners at (1,1), (N1,N1) and (N1+1, N1+1), (N,N).

    On exit, Q contains the trailing (N-K) updated eigenvectors (those which were deflated) in its last N-K columns.
  • LDQ[in]

    LDQ is INTEGER

    The leading dimension of the array Q. LDQ >= fla_max(1,N).

  • INDXQ[inout]

    INDXQ is INTEGER array, dimension (N)

    The permutation which separately sorts the two sub-problems in D into ascending order. Note that elements in the second half of this permutation must first have N1 added to their values. Destroyed on exit.

  • RHO[inout]

    RHO is REAL

    On entry, the off-diagonal element associated with the rank-1 cut which originally split the two submatrices which are now being recombined.

    On exit, RHO has been modified to the value required by SLAED3.
  • Z[in]

    Z is REAL array, dimension (N)

    On entry, Z contains the updating vector (the last row of the first sub-eigenvector matrix and the first row of the second sub-eigenvector matrix).

    On exit, the contents of Z have been destroyed by the updating process.
  • DLAMDA[out]

    DLAMDA is REAL array, dimension (N)

    A copy of the first K eigenvalues which will be used by SLAED3 to form the secular equation.

  • W[out]

    W is REAL array, dimension (N)

    The first k values of the final deflation-altered z-vector which will be passed to SLAED3.

  • Q2[out]

    Q2 is REAL array, dimension (N1**2+(N-N1)**2)

    A copy of the first K eigenvectors which will be used by SLAED3 in a matrix multiply (SGEMM) to solve for the new eigenvectors.

  • INDX[out]

    INDX is INTEGER array, dimension (N)

    The permutation used to sort the contents of DLAMDA into ascending order.

  • INDXC[out]

    INDXC is INTEGER array, dimension (N)

    The permutation used to arrange the columns of the deflated Q matrix into three groups: the first group contains non-zero elements only at and above N1, the second contains non-zero elements only below N1, and the third is dense.

  • INDXP[out]

    INDXP is INTEGER array, dimension (N)

    The permutation used to place deflated values of D at the end of the array. INDXP(1:K) points to the nondeflated D-values and INDXP(K+1:N) points to the deflated eigenvalues.

  • COLTYP[out]

    COLTYP is INTEGER array, dimension (N)

    During execution, a label which will indicate which of the following types a column in the Q2 matrix is:

    1 : non-zero in the upper half only;

    2 : dense;

    3 : non-zero in the lower half only;

    4 : deflated.

    On exit, COLTYP(i) is the number of columns of type i, for i=1 to 4 only.
  • INFO[out]

    INFO is INTEGER

    = 0: successful exit.

    < 0: if INFO = -i, the i-th argument had an illegal value.